Oranges case

Analysis of the datasets

Data analysis - prices dataset

Data analysis - Google dataset

Data cleaning and preprocessing

Dataset split

Model for price of conventional type

Default model

Model with hyperparameter tuning

Forecasting

Model for price of organic type

Default model

Model with hyperparameter tuning

Forecasting

Model for volume of conventional type

Default model

Model with hyperparameter tuning

Forecasting

Model for volume of organic type

Default model

Model with hyperparameter tuning

Forecasting